Blending Automation and Human Expertise in SRE for Banking Applications

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Anjana Shree Sundar
Anjana Shree Sundar

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Blending Automation and Human Expertise in SRE for Banking Applications

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Abstract

The banking sector presents unique challenges for Site Reliability Engineering practices due to stringent regulatory requirements, complex technical environments, and zero-tolerance for financial data errors. This article explores the critical balance between automation capabilities and human expertise in maintaining reliable banking applications. It examines the distinctive reliability requirements of financial systems, identifies effective automation strategies within regulatory constraints, articulates the irreplaceable components of human judgment, and proposes an implementation framework for optimal collaboration between automated systems and human operators. Through detailed analysis of banking-specific failure modes, monitoring approaches, and incident response workflows, the article provides a structured approach to developing SRE practices that leverage both technological capabilities and human cognitive strengths while respecting the unique constraints of financial environments. The framework presented enables banking institutions to implement reliability practices that maintain transaction integrity, meet regulatory obligations, and support business objectives through carefully designed human-automation systems.

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No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

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No ethics committee approval was required for this article type.

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How to Cite This Article

Anjana Shree Sundar. 2026. \u201cBlending Automation and Human Expertise in SRE for Banking Applications\u201d. Global Journal of Computer Science and Technology - G: Interdisciplinary GJCST-G Volume 25 (GJCST Volume 25 Issue G1): .

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Issue Cover
GJCST Volume 25 Issue G1
Pg. 51- 60
Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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v1.2

Issue date

October 28, 2025

Language

English

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Published Article

The banking sector presents unique challenges for Site Reliability Engineering practices due to stringent regulatory requirements, complex technical environments, and zero-tolerance for financial data errors. This article explores the critical balance between automation capabilities and human expertise in maintaining reliable banking applications. It examines the distinctive reliability requirements of financial systems, identifies effective automation strategies within regulatory constraints, articulates the irreplaceable components of human judgment, and proposes an implementation framework for optimal collaboration between automated systems and human operators. Through detailed analysis of banking-specific failure modes, monitoring approaches, and incident response workflows, the article provides a structured approach to developing SRE practices that leverage both technological capabilities and human cognitive strengths while respecting the unique constraints of financial environments. The framework presented enables banking institutions to implement reliability practices that maintain transaction integrity, meet regulatory obligations, and support business objectives through carefully designed human-automation systems.

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Blending Automation and Human Expertise in SRE for Banking Applications

Anjana Shree Sundar
Anjana Shree Sundar

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